Artificial Intelligence And Soft Computing – Icaisc 2006

by Rutkowski, Leszek; Tadeusiewicz, Ryszard; Zadeh, Lotfi A.; Zurada, Jacek

• ISBN13: 9783540357483
• ISBN10: 3540357483
• Format: Paperback
• Copyright: 2006-07-15
• Publisher: Springer-Verlag New York Inc

Summary

This book constitutes the refereed proceedings of the 8th International Conference on Artificial Intelligence and Soft Computing, ICAISC 2006, held in Zakopane, Poland, in June 2006.The 128 revised contributed papers presented were carefully reviewed and selected from 400 submissions. The papers are organized in topical sections on neural networks and their applications, fuzzy systems and their applications, evolutionary algorithms and their applications, rough sets, classification and clustering, image analysis and robotics, bioinformatics and medical applications, various problems of artificial intelligence.

Table of Contents

Multichannel data aggregation by layers of formal neurons	p. 1
Estimation of distribution algorithm for optimization of neural networks for intrusion detection system	p. 9
Neural network implementation in reprogrammable FPGA devices - an example for MLP	p. 19
A new approach for finding an optimal solution and regularization by learning dynamic momentum	p. 29
Domain dynamics in optimization tasks	p. 37
Nonlinear function learning by the normalized radial basis function networks	p. 46
Sum and product kernel regularization networks	p. 56
Chaotic cellular neural networks with negative self-feedback	p. 66
An efficient nonlinear predictive control algorithm with neural models and its application to a high-purity distillation process	p. 76
Creativity of neural networks	p. 86
Speed up of the SAMANN neural network retraining	p. 94
Application of neural networks in chain curve modelling	p. 104
RBF nets in faults localization	p. 113
A hypertube as a possible interpolation region of a neural model	p. 123
RBF neural network for probability density function estimation and detecting changes in multivariate processes	p. 133
Fast orthogonal neural networks	p. 142
AI methods in solving systems of interval linear equations	p. 150
A fast and numerically robust neural network training algorithm	p. 160
On interpretation of non-atomic values and induction of decision rules in fuzzy relational databases	p. 170
A genetic-programming-based approach for the learning or compact fuzzy rule-based classification systems	p. 182
Performance evaluation of fuzzy-neural HTTP request distribution for Web clusters	p. 192
Fuzzy approach to correlation function	p. 202
A method for designing flexible neuro-fuzzy systems	p. 212
Deterministic annealing integrated with [epsilon]-insensitive learning in neuro-fuzzy systems	p. 220
Transformation lemma on analytical modeling via Takagi-Sugeno fuzzy system and its applications	p. 230
Combining logical-type neuro-fuzzy systems	p. 240
On fuzzy number calculus and some application	p. 250
Combination of fuzzy TOPSIS and fuzzy ranking for multi attribute decision making	p. 260
Flow graphs and decision tables with fuzzy attributes	p. 268
Elements of the type-2 semantics in summarizing databases	p. 278
Isolines of statistical information criteria for relational neuro-fuzzy system design	p. 288
Adjusting software-intensive systems developed by using software factories and fuzzy features	p. 297
Boosting ensemble of relational neuro-fuzzy systems	p. 306
An application of intuitionistic fuzzy set similarity measures to a multi-criteria decision making problem	p. 314
Additive sequential evolutionary design of experiments	p. 324
A new inter-island genetic operator for optimization problems with block properties	p. 334
Multiobjective design optimization of electrostatic rotary microactuators using evolutionary algorithms	p. 344
Evolutionary learning of Mamdani-type neuro-fuzzy systems	p. 354
Study of objective functions in fuzzy job-shop problem	p. 360
Scheduling with memetic algorithms over the spaces of semi-active and active schedules	p. 370
Chaos detection with Lyapunov exponents in dynamical system generated by evolutionary process	p. 380
Improving evolutionary multi-objective optimization using genders	p. 390
Evolutionary learning of linear trees with embedded feature selection	p. 400
Solving the balanced academic curriculum problem with an hybridization of genetic algorithm and constraint propagation	p. 410
A graph-based genetic algorithm for the multiple sequence alignment problem	p. 420
Improved multi-objective diversity control oriented genetic algorithm	p. 430
Directional distributions and their application to evolutionary algorithms	p. 440
Adaptive inertia weight particle swarm optimization	p. 450
Estimation of the evolution speed for the quasispecies model : arbitrary alphabet case	p. 460
Partitioning of VLSI circuits on subcircuits with minimal number of connections using evolutionary algorithm	p. 470
Genetic approach to modeling of a dispatcher in discrete transport systems	p. 479
Interactive analysis of preference-ordered data using dominance-based rough set approach	p. 489
Additive preference model with piecewise linear components resulting from dominance-based rough set approximations	p. 499
Induction of decision rules using minimum set of descriptors	p. 509
Comparison of information theoretical measures for reduct finding	p. 518
Rough approximation operations based on IF sets	p. 528
Relationships between concept lattice and rough set	p. 538
Extended SMART algorithms for non-negative matrix factorization	p. 548
MAICS : multilevel artificial immune classification system	p. 563
Selection of prototype rules : context searching via clustering	p. 573
Committee machine for road-signs classification	p. 583
Cluster analysis via dynamic self-organizing neural networks	p. 593
Learning vector quantization classification with local relevance determination for medical data	p. 603
Genetically evolved trees representing ensembles	p. 613
Sequential classification via fuzzy relations	p. 623
Attention improves the recognition reliability of backpropagation network	p. 633
An accurate MDS-based algorithm for the visualization of large multidimensional datasets	p. 643
The multi-agent system for prediction of financial time series	p. 653
Visualization of single clusters	p. 663
Dynamic data condensation for classification	p. 672
Handwriting recognition accuracy improvement by author identification	p. 682
Adaptive potential active hypercontours	p. 692
KIDBSCAN : a new efficient data clustering algorithm	p. 702
Localization and extraction of the optic disc using the fuzzy circular hough transform	p. 712
Object recognition for obstacle avoidance in mobile robots	p. 722
Gait synthesis and modulation for quadruped robot locomotion using a simple feed-forward network	p. 731
A two-stage fuzzy filtering method to restore images contaminated by mixed impulse and Gaussian noises	p. 740
Determination of the optimal seam-lines in image mosaicking with the dynamic programming (DP) on the converted cost space	p. 750
Symmetry-based salient points detection in face images	p. 758
Cellular neural networks and dynamic enhancement for cephalometric landmarks detection	p. 768
Adaptive critic neural networks for identification of wheeled mobile robot	p. 778
A new chromatic color image watermarking and its PCA-based implementation	p. 787
Human identification based on fingerprint local features	p. 796
Genetic graph programming for object detection	p. 804
Selective motion analysis based on dynamic visual saliency map model	p. 814
Efficient ant reinforcement learning using replacing eligibility traces	p. 823
Face recognition using correlation between illuminant context	p. 833
An efficient face and eye detector modeling in external environment	p. 841
Keypoints derivation for object glass detection with SIFT algorithm	p. 850
Gray image contrast enhancement by optimal fuzzy transformation	p. 860
Non-negative matrix factorization with quasi-Newton optimization	p. 870
Active mining discriminative gene sets	p. 880
A novel approach to image reconstruction from discrete projections using Hopfield-type neural network	p. 890
Leukemia prediction from gene expression data - a rough set approach	p. 899
Random forest of dipolar trees for survival prediction	p. 909
Interpretation of medical images based on ontological models	p. 919
Fuzzy logic in stuttering therapy	p. 925
Using most similarity tree based clustering to select the top most discriminating genes for cancer detection	p. 931
Nonambiguous concept mapping in medical domain	p. 941
Feature selection and ranking of key genes for tumor classification : using microarray gene expression data	p. 951
Cognitive analysis in diagnostic DSS-type IT systems	p. 962
Interpretability of Bayesian decision trees induced from trauma data	p. 972
The greatest and the least Eigen fuzzy sets in evaluation of the drug effectiveness levels	p. 982
Cardiac ventricle contour reconstruction in ultrasonographic images using Bayesian constrained spectral method	p. 988
A model of a diagnostic rule in the Dempster-Shafer theory	p. 998
DNA fragment assembly by ant colony and nearest neighbour heuristics	p. 1008
Application of Bayesian confirmation measures for mining rules from support-confidence pareto-optimal set	p. 1018
Cognitive analysis techniques in business planning and decision support systems	p. 1027
PERT based approach to performance analysis of multi-agent systems	p. 1040
Rule-based automated price negotiation : overview and experiment	p. 1050
A new version of the fuzzy-ID3 algorithm	p. 1060
New interpolation method with fractal curves	p. 1071
Integrating lookahead and post processing procedures with ACO for solving set partitioning and covering problems	p. 1082
Learning algorithms for scheduling using knowledge based model	p. 1091
Knowledge representation of pedestrian dynamics in crowd : formalism of cellular automata	p. 1101
Algorithm for generating fuzzy rules for WWW document classification	p. 1111
A possibilistic-logic-based information retrieval model with various term-weighting approaches	p. 1120
Sketch of autopoietic essence of Computing and knowledge working	p. 1130
Apply the particle swarm optimization to the multidimensional knapsack problem	p. 1140
Self-stabilizing algorithms for graph coloring with improved performance guarantees	p. 1150
A novel modeling methodology : generalized nets	p. 1160
A hierarchical particle swarm optimization for solving bilevel programming problems	p. 1169
Methods of artificial intelligence in blind people education	p. 1179
Neural networks and the estimation of hands' strength in contract bridge	p. 1189
Mining travel resources on the Web using L-wrappers	p. 1199
A new evaluation method for e-learning systems	p. 1209
Parameter estimation of systems described by the relation by maximum likelihood method	p. 1217
A distributed learning control system for elevator groups	p. 1223
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